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loadams commented Mar 3, 2025

Hi @raza-sikander - could you fix the DCO or let us know if you agree and we can sign it off for you?

Also it might be failing/hanging on the HPU-nightly tests?

raza-sikander and others added 8 commits March 6, 2025 09:38
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
Fix CI issues by using new dlpack
[api](https://pytorch.org/docs/stable/_modules/torch/utils/dlpack.html#from_dlpack)
Minor pre-commit fixes.

Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
…#7081)

This PR is a continuation of the efforts to improve Deepspeed
performance when using PyTorch compile.

The `instrument_w_nvtx` decorator is used to instrument code with NVIDIA
Tools Extension (NVTX) markers for profiling and visualizing code
execution on GPUs.

Along with executing the function itself, `instrument_w_nvtx` makes
calls to `nvtx.range_push` and `nvtx.range_pop` which can't be traced by
Dynamo.

That's why this decorator causes a graph break.
The impact on performance can be significant due to numerous uses of the
decorator throughout the code.

We propose a simple solution: Don't invoke the sourceless functions when
torch is compiling.

---------

Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
…ckward hooks (#7062)

This PR is part of the effort to improve Deepspeed performance when
using PyTorch compile.

There is a known [bug](pytorch/pytorch#128942)
in torch.compile which causes a graph break when an inner class is
defined within
a method that is being compiled. The following would then appear in the
log:

`[__graph_breaks] torch._dynamo.exc.Unsupported: missing:
LOAD_BUILD_CLASS`

This is the case with the inner classes `PreBackwardFunctionForModule`
and `PostBackwardFunctionModule`.

While there is an open PyTorch [PR#133805
](pytorch/pytorch#133805) for this, we can solve
the issue by moving the inner classes into the initialization code.

No graph breaks and the corresponding logs are produced anymore.

---------

Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
Co-authored-by: Wei Wu <45323446+U-rara@users.noreply.github.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Shelly Nahir <73890534+ShellyNR@users.noreply.github.com>
Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
Run pre-commit on all files may change files that are not part of the
current branch.
The updated script will only run pre-commit on the files that have been
changed in the current branch.

Signed-off-by: Hongwei <hongweichen@microsoft.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
This PR is a continuation of the efforts to improve Deepspeed
performance when using PyTorch compile.

The `fetch_sub_module()` routine makes use of the `frozenset` which is
problematic because:

1. `iter_params` returns an iterable over model parameters
2. `frozenset` wraps this iterable, making it unmodifiable
3. PyTorch’s compilation process cannot infer how `frozenset` interacts
with tensors, leading to a graph break.

If we replace the `frozenset` with a modifiable `set`, then there is no
longer such graph break.

Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
Suppose qkv_linear_weight_shape = [in_features, out_features].
The qkv linear weight shape is [3, in_features, out_features] if using
fued_qkv gemm optimization. It will cause "ValueError: too many values
to unpack (expected 2)" issue when printing the model.

Solution: Take the last two weight dimensions shapes as in_features and
out_features.

Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
As a part of joining the Linux Foundation AI&Data it makes sense to
rename the X/Twitter accounts associated with DeepSpeed.

---------

Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
@raza-sikander
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@loadams thanks i have fixed the DCO.
It shouldnt be failing on the nighlty tests. Tested them before pushing.

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loadams commented Mar 6, 2025

@loadams thanks i have fixed the DCO. It shouldnt be failing on the nighlty tests. Tested them before pushing.

Thanks, re-running the tests now. Though we might need to update the firmware on the HPU that we're testing on? Could that lead to hangs?

@raza-sikander
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Thanks, re-running the tests now. Though we might need to update the firmware on the HPU that we're testing on? Could that lead to hangs?

Yes we may need to update the firmware on HPU if hangs are observed.

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loadams commented Mar 6, 2025

Thanks, re-running the tests now. Though we might need to update the firmware on the HPU that we're testing on? Could that lead to hangs?

Yes we may need to update the firmware on HPU if hangs are observed.

@raza-sikander - the nightly test looks to be on its way to hanging, its been running for 170 mins already and will probably hit our 300 minute timeout default.

Do you know what version we need to update the firmware on the runner to? I only see 1.18 (which is the current test machine is running) and 1.19 and 1.19.1.

@loadams
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loadams commented Mar 7, 2025

Thanks, re-running the tests now. Though we might need to update the firmware on the HPU that we're testing on? Could that lead to hangs?

Yes we may need to update the firmware on HPU if hangs are observed.

@raza-sikander - the nightly test looks to be on its way to hanging, its been running for 170 mins already and will probably hit our 300 minute timeout default.

Do you know what version we need to update the firmware on the runner to? I only see 1.18 (which is the current test machine is running) and 1.19 and 1.19.1.

@raza-sikander - updating to 1.19.1 seems to have resolved the issue.

@loadams loadams added this pull request to the merge queue Mar 7, 2025
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Mar 7, 2025
@loadams loadams added this pull request to the merge queue Mar 7, 2025
Merged via the queue into deepspeedai:master with commit c1acd49 Mar 7, 2025
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A-transformer pushed a commit to A-transformer/DeepSpeed that referenced this pull request Mar 9, 2025
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Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
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Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
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Signed-off-by: shaomin <wukon1992@gmail.com>
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Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: Liang Cheng <liangcheng@Liangs-MacBook-Pro.local>
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Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Signed-off-by: Hongwei <hongweichen@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
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Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: Liang Cheng <astarxp777@gmail.com>
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Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
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Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Signed-off-by: Hongwei <hongweichen@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
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Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
Co-authored-by: Wei Wu <45323446+U-rara@users.noreply.github.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Shelly Nahir <73890534+ShellyNR@users.noreply.github.com>
Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: Liang Cheng <astarxp777@gmail.com>
A-transformer pushed a commit to A-transformer/DeepSpeed that referenced this pull request Mar 9, 2025
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Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Signed-off-by: Hongwei <hongweichen@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
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Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
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Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
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Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
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Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
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Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
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Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
mauryaavinash95 pushed a commit to DataStates/DeepSpeed that referenced this pull request Mar 20, 2025
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Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
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Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
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Signed-off-by: Logan Adams <loadams@microsoft.com>
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Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
Co-authored-by: Wei Wu <45323446+U-rara@users.noreply.github.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Shelly Nahir <73890534+ShellyNR@users.noreply.github.com>
Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
loadams added a commit that referenced this pull request Mar 25, 2025
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Signed-off-by: Hongwei <hongweichen@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
Co-authored-by: Wei Wu <45323446+U-rara@users.noreply.github.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Shelly Nahir <73890534+ShellyNR@users.noreply.github.com>
Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
ys950902 pushed a commit to ys950902/DeepSpeed that referenced this pull request May 21, 2025
Signed-off-by: Shaik Raza Sikander <srsikander@habana.ai>
Signed-off-by: Olatunji Ruwase <olruwase@microsoft.com>
Signed-off-by: Max Kovalenko <mkovalenko@habana.ai>
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
Signed-off-by: shaomin <wukon1992@gmail.com>
Signed-off-by: Stas Bekman <stas@stason.org>
Signed-off-by: siqi <siqi@tecorigin.com>
Signed-off-by: Logan Adams <loadams@microsoft.com>
Signed-off-by: Wei Wu <wuwei211x@gmail.com>
Signed-off-by: ShellyNR <shelly.nahir@live.biu.ac.il>
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Signed-off-by: Hongwei <hongweichen@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Max Kovalenko <mkovalenko@habana.ai>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: inkcherry <mingzhi.liu@intel.com>
Co-authored-by: wukong1992 <wukong1992@users.noreply.github.com>
Co-authored-by: shaomin <wukon1992@gmail.com>
Co-authored-by: Hongwei Chen <33092912+hwchen2017@users.noreply.github.com>
Co-authored-by: loadams <loadams@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: siqi654321 <siqi202311@163.com>
Co-authored-by: siqi <siqi@tecorigin.com>
Co-authored-by: Wei Wu <45323446+U-rara@users.noreply.github.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Shelly Nahir <73890534+ShellyNR@users.noreply.github.com>
Co-authored-by: snahir <snahir@habana.ai>
Co-authored-by: Yejing-Lai <yejing.lai@intel.com>
Signed-off-by: yisheng <yi.sheng@intel.com>
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6 participants